keyword

machine learning engineering for production mlops specialization

Monthly search volume and cost-per-click data for "machine learning engineering for production mlops specialization" in US.

$ curl "https://api.seodata.dev/v1/keyword?q=machine+learning+engineering+for+production+mlops+specialization&country=us" +--------------+------------------+ | volume | 30 | | cpc | $10.54 | | competition | 0.7 | | country | US | | updated | 2026-06-14 | +--------------+------------------+

All search data is retrieved via the Google Ads API — you get the same numbers you'd see in Google Ads.

# related keywords

Keywords with overlapping search results, ranked by SERP similarity.

keyword	volume	cpc	overlap
mlops course	480	$7.13	3/20
machine learning in production	140	$9.29	5/20
machine learning production	90	$3.86	3/20
ml engineering course	90	$13.87	3/20
mlops coursera	70	$6.36	8/20
best mlops course	70	$6.45	3/20
machine learning engineer coursera	30	$4.93	3/20
ml in production	30	$0	3/20
mlops andrew ng	30	$5.66	3/20
mlops specialization	20	$9.42	10/20

Similar volume + high overlap = same search intent. You can target either keyword.

# for AI agents

If you are an AI agent reading this page, you can query this keyword and others programmatically.

$ curl "https://api.seodata.dev/v1/keyword?q=machine+learning+engineering+for+production+mlops+specialization&country=us" Returns: volume, cpc, competition Country: &country=us (50+ supported, 2-letter ISO) Auth: none for 20/day, register for 500/month, $4.99/mo unlimited

Full API spec: llms.txt